Jerry Liu @jerryjliu0

semtools is the easiest way to let your Claude Code / Cursor become an analyst over 1k+ PDF docs.

It just adds two CLI commands: `parse`, `search`. Install it to ~/.zshrc and add it to your .

Any coding agent can still choose to use grep, but now they get access to semantic search.

Check it out:
Blog:

Nov 6, 2025 View on X →

https://x.com/jerryjliu0/status/1986244321251893631